AI Infrastructure Market Dynamics 2021-2031
Tecnologías que incluyen redes neuronales profundas y demandas de aprendizaje automático, infraestructura de inteligencia artificial avanzada, que administra eficientemente las cargas de trabajo y la capacidad de almacenamiento. Para construir una infraestructura de IA, se supone que las organizaciones deben considerar diferentes factores que pueden ayudar con todas las aplicaciones de IA.
DINÁMICA DEL MERCADO
Factores como la enorme cantidad de generación de datos en diversos sectores, la utilización de la plataforma de aprendizaje automático en la nube, la implementación de aplicaciones de IA en la automoción, el turismo, el comercio minorista y otras industrias están impulsando el crecimiento del mercado de infraestructura de IA. Sin embargo, se prevé que las tecnologías emergentes, como el desarrollo de sistemas de IA conscientes de los seres humanos y la instalación de hardware de IA entre los centros de datos, brinden oportunidades saludables a los actores que operan en el mercado de infraestructura de IA.
ÁMBITO DEL MERCADO
El "Análisis del mercado global de infraestructura de IA hasta 2031" es un estudio especializado y en profundidad de la industria de la tecnología, los medios y las telecomunicaciones con especial atención centrarse en el análisis de tendencias del mercado global. El informe tiene como objetivo proporcionar una descripción general del mercado de infraestructura de IA con una segmentación detallada del mercado por componente, modelo de implementación, usuario final y geografía. Se espera que el mercado mundial de infraestructura de IA experimente un alto crecimiento durante el período de pronóstico. El informe proporciona estadísticas clave sobre el estado del mercado de los principales actores del mercado de infraestructura de IA y ofrece tendencias y oportunidades clave en el mercado.
SEGMENTACIÓN DEL MERCADO
El mercado global de infraestructura de IA está segmentado según el componente, el modelo de implementación y la aplicación. Según los componentes, el mercado de infraestructura de IA se segmenta en hardware y software. Según el modelo de implementación, el mercado de infraestructura de IA se segmenta en local, en la nube e híbrido. Además, el mercado de infraestructura de IA está segmentado según el usuario final en organizaciones gubernamentales, empresas y proveedores de servicios en la nube (CSP).
El informe proporciona una descripción detallada de la industria que incluye información tanto cualitativa como cuantitativa. Proporciona una descripción general y un pronóstico del mercado global de infraestructura de IA basado en varios segmentos. También proporciona el tamaño del mercado y estimaciones de pronóstico para el año 2021 al 2031 con respecto a cinco regiones principales, a saber; América del Norte, Europa, Asia-Pacífico (APAC), Medio Oriente y África (MEA) y Sur y África. Centroamérica. El mercado de infraestructura de IA de cada región se subsegmenta posteriormente en los respectivos países y segmentos. El informe cubre el análisis y pronóstico de 18 países a nivel mundial junto con la tendencia actual y las oportunidades que prevalecen en la región.
El informe analiza los factores que afectan el mercado de infraestructura de IA tanto desde el lado de la demanda como de la oferta y evalúa más a fondo la dinámica del mercado que afecta al mercado durante el período de pronóstico, es decir, impulsores, restricciones, oportunidades y tendencias futuras. El informe también proporciona un análisis PEST exhaustivo para las cinco regiones, a saber; América del Norte, Europa, APAC, MEA y América del Sur y del Sur. Centroamérica después de evaluar los factores políticos, económicos, sociales y tecnológicos que afectan la infraestructura de IA en estas regiones.
REPONENTES DEL MERCADO
Los informes cubren desarrollos clave en el mercado de infraestructura de IA como estrategias de crecimiento orgánico e inorgánico. Varias empresas se están centrando en estrategias de crecimiento orgánico como lanzamientos de productos, aprobaciones de productos y otros como patentes y eventos. Las actividades de estrategias de crecimiento inorgánico observadas en el mercado fueron adquisiciones y asociaciones y asociaciones. colaboraciones. Estas actividades han allanado el camino para la expansión de los negocios y la base de clientes de los actores del mercado. Se prevé que los participantes del mercado de infraestructura de IA tendrán lucrativas oportunidades de crecimiento en el futuro con la creciente demanda de infraestructura de IA en el mercado global. A continuación se menciona la lista de algunas empresas involucradas en el mercado de infraestructura de IA.
El informe también incluye los perfiles de empresas clave junto con su análisis FODA y estrategias de mercado en el mercado de infraestructura de IA. Además, el informe se centra en los principales actores de la industria con información como perfiles de empresas, componentes y servicios ofrecidos, información financiera de los últimos 3 años, el desarrollo clave en los últimos cinco años.
- • Amazon Web Services, Inc. (Amazon.com, Inc.)• Dell Technologies Inc.• Google Inc.• Intel Corporation• IBM Corporation• Microsoft Corporation• Micron Technology, Inc.• NVIDIA Corporation• SAMSUNG• Xilinx Inc.
El equipo dedicado de investigación y análisis de Insight Partner está formado por profesionales experimentados con conocimientos estadísticos avanzados y ofrece varias opciones de personalización en el estudio existente.
Report Coverage
Revenue forecast, Company Analysis, Industry landscape, Growth factors, and Trends
Segment Covered
This text is related
to segments covered.
Regional Scope
North America, Europe, Asia Pacific, Middle East & Africa, South & Central America
Country Scope
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to country scope.
1. Amazon Web Services, Inc. (Amazon.com, Inc.)2. Dell Technologies Inc.3. Google Inc.4. Intel Corporation5. IBM Corporation6. Microsoft Corporation7. Micron Technology, Inc.8. NVIDIA Corporation9. Samsung10. Xilinx Inc.
The Insight Partners performs research in 4 major stages: Data Collection & Secondary Research, Primary Research, Data Analysis and Data Triangulation & Final Review.
- Data Collection and Secondary Research:
As a market research and consulting firm operating from a decade, we have published and advised several client across the globe. First step for any study will start with an assessment of currently available data and insights from existing reports. Further, historical and current market information is collected from Investor Presentations, Annual Reports, SEC Filings, etc., and other information related to company’s performance and market positioning are gathered from Paid Databases (Factiva, Hoovers, and Reuters) and various other publications available in public domain.
Several associations trade associates, technical forums, institutes, societies and organization are accessed to gain technical as well as market related insights through their publications such as research papers, blogs and press releases related to the studies are referred to get cues about the market. Further, white papers, journals, magazines, and other news articles published in last 3 years are scrutinized and analyzed to understand the current market trends.
- Primary Research:
The primarily interview analysis comprise of data obtained from industry participants interview and answers to survey questions gathered by in-house primary team.
For primary research, interviews are conducted with industry experts/CEOs/Marketing Managers/VPs/Subject Matter Experts from both demand and supply side to get a 360-degree view of the market. The primary team conducts several interviews based on the complexity of the markets to understand the various market trends and dynamics which makes research more credible and precise.
A typical research interview fulfils the following functions:
- Provides first-hand information on the market size, market trends, growth trends, competitive landscape, and outlook
- Validates and strengthens in-house secondary research findings
- Develops the analysis team’s expertise and market understanding
Primary research involves email interactions and telephone interviews for each market, category, segment, and sub-segment across geographies. The participants who typically take part in such a process include, but are not limited to:
- Industry participants: VPs, business development managers, market intelligence managers and national sales managers
- Outside experts: Valuation experts, research analysts and key opinion leaders specializing in the electronics and semiconductor industry.
Below is the breakup of our primary respondents by company, designation, and region:
Once we receive the confirmation from primary research sources or primary respondents, we finalize the base year market estimation and forecast the data as per the macroeconomic and microeconomic factors assessed during data collection.
- Data Analysis:
Once data is validated through both secondary as well as primary respondents, we finalize the market estimations by hypothesis formulation and factor analysis at regional and country level.
- Macro-Economic Factor Analysis:
We analyse macroeconomic indicators such the gross domestic product (GDP), increase in the demand for goods and services across industries, technological advancement, regional economic growth, governmental policies, the influence of COVID-19, PEST analysis, and other aspects. This analysis aids in setting benchmarks for various nations/regions and approximating market splits. Additionally, the general trend of the aforementioned components aid in determining the market's development possibilities.
- Country Level Data:
Various factors that are especially aligned to the country are taken into account to determine the market size for a certain area and country, including the presence of vendors, such as headquarters and offices, the country's GDP, demand patterns, and industry growth. To comprehend the market dynamics for the nation, a number of growth variables, inhibitors, application areas, and current market trends are researched. The aforementioned elements aid in determining the country's overall market's growth potential.
- Company Profile:
The “Table of Contents” is formulated by listing and analyzing more than 25 - 30 companies operating in the market ecosystem across geographies. However, we profile only 10 companies as a standard practice in our syndicate reports. These 10 companies comprise leading, emerging, and regional players. Nonetheless, our analysis is not restricted to the 10 listed companies, we also analyze other companies present in the market to develop a holistic view and understand the prevailing trends. The “Company Profiles” section in the report covers key facts, business description, products & services, financial information, SWOT analysis, and key developments. The financial information presented is extracted from the annual reports and official documents of the publicly listed companies. Upon collecting the information for the sections of respective companies, we verify them via various primary sources and then compile the data in respective company profiles. The company level information helps us in deriving the base number as well as in forecasting the market size.
- Developing Base Number:
Aggregation of sales statistics (2020-2022) and macro-economic factor, and other secondary and primary research insights are utilized to arrive at base number and related market shares for 2022. The data gaps are identified in this step and relevant market data is analyzed, collected from paid primary interviews or databases. On finalizing the base year market size, forecasts are developed on the basis of macro-economic, industry and market growth factors and company level analysis.
- Data Triangulation and Final Review:
The market findings and base year market size calculations are validated from supply as well as demand side. Demand side validations are based on macro-economic factor analysis and benchmarks for respective regions and countries. In case of supply side validations, revenues of major companies are estimated (in case not available) based on industry benchmark, approximate number of employees, product portfolio, and primary interviews revenues are gathered. Further revenue from target product/service segment is assessed to avoid overshooting of market statistics. In case of heavy deviations between supply and demand side values, all thes steps are repeated to achieve synchronization.
We follow an iterative model, wherein we share our research findings with Subject Matter Experts (SME’s) and Key Opinion Leaders (KOLs) until consensus view of the market is not formulated – this model negates any drastic deviation in the opinions of experts. Only validated and universally acceptable research findings are quoted in our reports.
We have important check points that we use to validate our research findings – which we call – data triangulation, where we validate the information, we generate from secondary sources with primary interviews and then we re-validate with our internal data bases and Subject matter experts. This comprehensive model enables us to deliver high quality, reliable data in shortest possible time.